Inference of gene regulatory network by Bayesian network using metropolis-hastings algorithm

• المؤلفون الرئيسيون: Khwunta Kirimasthong, Aompilai Manorat, Jeerayut Chaijaruwanich, Sukon Prasitwattanaseree, Chinae Thammarongtham
• التنسيق: Book Series
• منشور في: 2018
• الموضوعات: Computer Science; Mathematics
• الوصول للمادة أونلاين: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=38049005630&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/60974

Bayesian networks are widely used to infer genes regulatory network from their transcriptional expression data. Bayesian network of the best score is usually chosen as genes regulatory model. However, without the hint from biological ground truth, and given a small number of transcriptional expressi...